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Snippet Collections

Collections of popular snippets grouped by themes and use cases.

Data Preprocessing with Pandas

A collection of data preprocessing code snippets to prepare tabular data using Pandas for analysis, machine learning or visualisation
Classification with SciKit-Learn

Code snippets for building a range of classification machine learning models using SciKit-Learn
Regression with SciKit-Learn

Code snippets for building a range of regression machine learning models using SciKit-Learn
Data Preparation For Machine Learning

Code snippets for preparing data for machine learning
Classification With XGBoost, CatBoost & LightGBM

Snippets for training classification models with XGBoost, CatBoost & LightGBM
Regression With XGBoost, CatBoost & LightGBM

Code snippets for training regression models with XGBoost, CatBoost and LightGBM
Evaluating Machine Learning Models

Code snippets for evaluation classification and regression machine learning models
Unsupervised Learning With SciKit-Learn

Code for training unsupervised machine learning models with SciKit-Learn